Update README.md

README.md

@@ -1,3 +1,143 @@
----
-license: apache-2.0
----
+---
+annotations_creators:
+- no-annotation
+language:
+- en
+language_creators:
+- found
+license:
+- mit
+multilinguality:
+- monolingual
+size_categories:
+- n<1K
+source_datasets:
+- original
+task_categories:
+- text-classification
+task_ids:
+- text-classification
+paperswithcode_id: null
+pretty_name: Text360 Sample Dataset
+tags:
+- text-classification
+- arxiv
+- wikipedia
+---
+
+# Dataset Card for Text360 Sample Dataset
+
+## Dataset Description
+
+- **Repository:** [Add your repository URL here]
+- **Paper:** [Add paper URL if applicable]
+- **Point of Contact:** [Add contact information]
+
+### Dataset Summary
+
+This dataset contains text samples from two sources (arXiv and Wikipedia) organized in a hierarchical directory structure. Each sample includes a text field and a subset identifier.
+
+### Supported Tasks and Leaderboards
+
+- **Text Classification:** The dataset can be used for text classification tasks, particularly for distinguishing between arXiv and Wikipedia content.
+
+### Languages
+
+The dataset is in English.
+
+## Dataset Structure
+
+### Data Instances
+
+Each instance in the dataset is a JSON object with the following structure:
+```json
+{
+    "text": "A long text sample...",
+    "subset": "arxiv" or "wikipedia"
+}
+```
+
+### Data Fields
+
+- `text`: The main text content of the sample
+- `subset`: The source of the text ("arxiv" or "wikipedia")
+
+### Data Splits
+
+The dataset is organized in the following directory structure:
+```
+.
+├── dir1/
+│   └── subdir1/
+│       └── sample1.jsonl
+└── dir2/
+    └── subdir2/
+        └── sample2.jsonl
+```
+
+## Dataset Creation
+
+### Curation Rationale
+
+The dataset was created to provide a sample of text data from different sources for text classification tasks.
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+The data was collected from two sources:
+1. arXiv papers
+2. Wikipedia articles
+
+#### Who are the source language producers?
+
+- arXiv: Academic researchers and scientists
+- Wikipedia: Community contributors
+
+### Annotations
+
+#### Annotation process
+
+No additional annotations were added to the source data.
+
+#### Who are the annotators?
+
+N/A
+
+### Personal and Sensitive Information
+
+The dataset does not contain any personal or sensitive information.
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+This dataset can be used for educational and research purposes in text classification tasks.
+
+### Discussion of Biases
+
+The dataset may contain biases inherent to the source materials (arXiv papers and Wikipedia articles).
+
+### Other Known Limitations
+
+The dataset is a small sample and may not be representative of all content from the source materials.
+
+### Dataset Curators
+
+[Add curator information]
+
+### Licensing Information
+
+This dataset is released under the MIT License.
+
+### Citation Information
+
+[Add citation information]
+
+### Contributions
+
+[Add contribution information]
+
+### Contact
+
+[Add contact information]